CCPM

Dataset statistics

Number of variables	16
Number of observations	214
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	26.9 KiB
Average record size in memory	128.6 B

Variable types

Numeric	16

Alerts

`CE_MR` is highly overall correlated with `PO_MR`	High correlation
`CHS (%)` is highly overall correlated with `PO_MW (g/mol)` and 1 other fields	High correlation
`DI_MR` is highly overall correlated with `IsoIndex`	High correlation
`Elongation_Rate (mm/min)` is highly overall correlated with `Gage_Width (mm)` and 4 other fields	High correlation
`Gage_Width (mm)` is highly overall correlated with `Elongation_Rate (mm/min)` and 3 other fields	High correlation
`IsoIndex` is highly overall correlated with `DI_MR`	High correlation
`PO_MR` is highly overall correlated with `CE_MR`	High correlation
`PO_MW (g/mol)` is highly overall correlated with `CHS (%)` and 4 other fields	High correlation
`Strain_Rate (/min)` is highly overall correlated with `Elongation_Rate (mm/min)` and 4 other fields	High correlation
`Thickness (mm)` is highly overall correlated with `Elongation_Rate (mm/min)` and 4 other fields	High correlation
`Tr1` is highly overall correlated with `Elongation_Rate (mm/min)` and 5 other fields	High correlation
`Tr2` is highly overall correlated with `Elongation_Rate (mm/min)` and 5 other fields	High correlation
`Young's modulus (Mpa)` is highly overall correlated with `CHS (%)` and 1 other fields	High correlation

Reproduction

Analysis started	2024-03-01 02:12:57.645975
Analysis finished	2024-03-01 02:13:25.557777
Duration	27.91 seconds
Software version	ydata-profiling vv4.6.2
Download configuration	config.json

PO_MW (g/mol)
Real number (ℝ)

HIGH CORRELATION

Distinct	38
Distinct (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3545.0187

Minimum	530
Maximum	31500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	530
5-th percentile	860
Q1	1000
median	1942.5
Q3	2030
95-th percentile	13050
Maximum	31500
Range	30970
Interquartile range (IQR)	1030

Descriptive statistics

Standard deviation	6342.8505
Coefficient of variation (CV)	1.7892291
Kurtosis	12.467804
Mean	3545.0187
Median Absolute Deviation (MAD)	942.5
Skewness	3.5726614
Sum	758634
Variance	40231752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
1000	53	24.8%
2000	47	22.0%
860	25	11.7%
2500	10	4.7%
10800	7	3.3%
31500	7	3.3%
1800	5	2.3%
1400	5	2.3%
3000	5	2.3%
1250	4	1.9%
Other values (28)	46	21.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
530	2	0.9%
750	1	0.5%
860	25	11.7%
900	3	1.4%
990	1	0.5%
1000	53	24.8%
1008	1	0.5%
1160	2	0.9%
1250	4	1.9%
1400	5	2.3%

Value	Count	Frequency (%)
31500	7	3.3%
31000	1	0.5%
26000	1	0.5%
18000	1	0.5%
15000	1	0.5%
12000	1	0.5%
11800	2	0.9%
10800	7	3.3%
9000	1	0.5%
7960	3	1.4%

DI_MR
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50252383

Minimum	0.4872
Maximum	0.5122
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.4872
5-th percentile	0.498
Q1	0.5
median	0.5
Q3	0.505
95-th percentile	0.5122
Maximum	0.5122
Range	0.025
Interquartile range (IQR)	0.005

Descriptive statistics

Standard deviation	0.0050111558
Coefficient of variation (CV)	0.0099719765
Kurtosis	0.36105562
Mean	0.50252383
Median Absolute Deviation (MAD)	0
Skewness	0.81359831
Sum	107.5401
Variance	2.5111683 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.5	135	63.1%
0.5122	30	14.0%
0.505	14	6.5%
0.498	6	2.8%
0.512	5	2.3%
0.508	4	1.9%
0.501	4	1.9%
0.507	4	1.9%
0.4949	3	1.4%
0.504	2	0.9%
Other values (4)	7	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4872	2	0.9%
0.4949	3	1.4%
0.495	1	0.5%
0.498	6	2.8%
0.5	135	63.1%
0.501	4	1.9%
0.504	2	0.9%
0.505	14	6.5%
0.506	2	0.9%
0.507	4	1.9%

Value	Count	Frequency (%)
0.5122	30	14.0%
0.512	5	2.3%
0.509	2	0.9%
0.508	4	1.9%
0.507	4	1.9%
0.506	2	0.9%
0.505	14	6.5%
0.504	2	0.9%
0.501	4	1.9%
0.5	135	63.1%

PO_MR
Real number (ℝ)

HIGH CORRELATION

Distinct	94
Distinct (%)	43.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21801332

Minimum	0.0371
Maximum	0.448
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0371
5-th percentile	0.08495
Q1	0.1553125
median	0.21475052
Q3	0.2566
95-th percentile	0.39363
Maximum	0.448
Range	0.4109
Interquartile range (IQR)	0.1012875

Descriptive statistics

Standard deviation	0.08758817
Coefficient of variation (CV)	0.40175605
Kurtosis	-0.34576113
Mean	0.21801332
Median Absolute Deviation (MAD)	0.057
Skewness	0.27731104
Sum	46.654851
Variance	0.0076716876
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25	26	12.1%
0.2	13	6.1%
0.3	11	5.1%
0.125	10	4.7%
0.1	9	4.2%
0.4	8	3.7%
0.2927	7	3.3%
0.249	6	2.8%
0.2439	4	1.9%
0.1951	4	1.9%
Other values (84)	116	54.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0371	1	0.5%
0.0573	1	0.5%
0.0619	1	0.5%
0.066	2	0.9%
0.069	1	0.5%
0.0714	1	0.5%
0.078	1	0.5%
0.081	1	0.5%
0.0825	1	0.5%
0.083	1	0.5%

Value	Count	Frequency (%)
0.448	1	0.5%
0.4375	1	0.5%
0.412	1	0.5%
0.4	8	3.7%
0.3902	2	0.9%
0.375	1	0.5%
0.3616	1	0.5%
0.354	4	1.9%
0.3333	4	1.9%
0.333	2	0.9%

CE_MR
Real number (ℝ)

HIGH CORRELATION

Distinct	96
Distinct (%)	44.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.27945818

Minimum	0.052
Maximum	0.4507
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.052
5-th percentile	0.1
Q1	0.241
median	0.2845
Q3	0.341125
95-th percentile	0.41335
Maximum	0.4507
Range	0.3987
Interquartile range (IQR)	0.100125

Descriptive statistics

Standard deviation	0.087370243
Coefficient of variation (CV)	0.31264157
Kurtosis	-0.37530654
Mean	0.27945818
Median Absolute Deviation (MAD)	0.05625
Skewness	-0.28916877
Sum	59.80405
Variance	0.0076335593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.25	23	10.7%
0.3	14	6.5%
0.2	11	5.1%
0.375	9	4.2%
0.4	9	4.2%
0.1	8	3.7%
0.1951	7	3.3%
0.253	6	2.8%
0.1667	4	1.9%
0.333	4	1.9%
Other values (86)	119	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.052	1	0.5%
0.0625	1	0.5%
0.083	1	0.5%
0.0976	2	0.9%
0.1	8	3.7%
0.125	1	0.5%
0.1384	1	0.5%
0.141	4	1.9%
0.1667	4	1.9%
0.167	2	0.9%

Value	Count	Frequency (%)
0.4507	1	0.5%
0.4305	1	0.5%
0.429	2	0.9%
0.4286	1	0.5%
0.426	1	0.5%
0.4259	1	0.5%
0.422	1	0.5%
0.4175	1	0.5%
0.414	2	0.9%
0.413	1	0.5%

IsoIndex
Real number (ℝ)

HIGH CORRELATION

Distinct	16
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0104346

Minimum	0.95
Maximum	1.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.95
5-th percentile	0.99
Q1	1
median	1
Q3	1.022
95-th percentile	1.05
Maximum	1.05
Range	0.1
Interquartile range (IQR)	0.022

Descriptive statistics

Standard deviation	0.020597026
Coefficient of variation (CV)	0.020384324
Kurtosis	0.21990179
Mean	1.0104346
Median Absolute Deviation (MAD)	0
Skewness	0.84045186
Sum	216.233
Variance	0.00042423748
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
1	135	63.1%
1.05	35	16.4%
1.022	8	3.7%
1.02	6	2.8%
0.99	6	2.8%
1.004	4	1.9%
0.98	4	1.9%
1.03	4	1.9%
1.026	2	0.9%
1.031	2	0.9%
Other values (6)	8	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.95	2	0.9%
0.98	4	1.9%
0.99	6	2.8%
1	135	63.1%
1.004	4	1.9%
1.016	1	0.5%
1.017	1	0.5%
1.02	6	2.8%
1.022	8	3.7%
1.026	2	0.9%

Value	Count	Frequency (%)
1.05	35	16.4%
1.04	1	0.5%
1.036	1	0.5%
1.034	2	0.9%
1.031	2	0.9%
1.03	4	1.9%
1.026	2	0.9%
1.022	8	3.7%
1.02	6	2.8%
1.017	1	0.5%

CHS (%)
Real number (ℝ)

HIGH CORRELATION

Distinct	174
Distinct (%)	81.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.786402

Minimum	2.8
Maximum	75.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	2.8
5-th percentile	8.322
Q1	22.42
median	31.45
Q3	44.2525
95-th percentile	57.959
Maximum	75.7
Range	72.9
Interquartile range (IQR)	21.8325

Descriptive statistics

Standard deviation	15.872862
Coefficient of variation (CV)	0.48412942
Kurtosis	-0.29151698
Mean	32.786402
Median Absolute Deviation (MAD)	11.52
Skewness	0.26515964
Sum	7016.29
Variance	251.94774
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	6	2.8%
50	6	2.8%
30	5	2.3%
25	5	2.3%
24.4	3	1.4%
60	3	1.4%
20	2	0.9%
46.33	2	0.9%
53.91	2	0.9%
41.3	2	0.9%
Other values (164)	178	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.8	1	0.5%
3.13	1	0.5%
3.73	1	0.5%
3.77	1	0.5%
4.25	1	0.5%
4.7	1	0.5%
5.14	1	0.5%
5.34	1	0.5%
5.6	1	0.5%
7.44	1	0.5%

Value	Count	Frequency (%)
75.7	1	0.5%
73.43	2	0.9%
73.2	1	0.5%
72.98	1	0.5%
68.7	1	0.5%
63.1	1	0.5%
61.9	1	0.5%
60	3	1.4%
56.86	1	0.5%
56.4	1	0.5%

Tr1
Real number (ℝ)

HIGH CORRELATION

Distinct	15
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.38785

Minimum	0
Maximum	120
Zeros	1
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	22
Q1	60
median	85
Q3	110
95-th percentile	120
Maximum	120
Range	120
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	34.228781
Coefficient of variation (CV)	0.43115893
Kurtosis	-0.92851502
Mean	79.38785
Median Absolute Deviation (MAD)	25
Skewness	-0.60384238
Sum	16989
Variance	1171.6094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
110	38	17.8%
120	32	15.0%
80	26	12.1%
85	23	10.7%
25	22	10.3%
22	22	10.3%
90	15	7.0%
65	12	5.6%
100	11	5.1%
60	4	1.9%
Other values (5)	9	4.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.5%
22	22	10.3%
25	22	10.3%
45	3	1.4%
50	3	1.4%
60	4	1.9%
65	12	5.6%
70	1	0.5%
75	1	0.5%
80	26	12.1%

Value	Count	Frequency (%)
120	32	15.0%
110	38	17.8%
100	11	5.1%
90	15	7.0%
85	23	10.7%
80	26	12.1%
75	1	0.5%
70	1	0.5%
65	12	5.6%
60	4	1.9%

Tr2
Real number (ℝ)

HIGH CORRELATION

Distinct	14
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88.752336

Minimum	22
Maximum	135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	22
5-th percentile	22
Q1	25
median	110
Q3	130
95-th percentile	131.75
Maximum	135
Range	113
Interquartile range (IQR)	105

Descriptive statistics

Standard deviation	43.962098
Coefficient of variation (CV)	0.49533454
Kurtosis	-1.4129971
Mean	88.752336
Median Absolute Deviation (MAD)	20
Skewness	-0.51069381
Sum	18993
Variance	1932.6661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
130	67	31.3%
25	32	15.0%
22	23	10.7%
110	18	8.4%
120	15	7.0%
60	14	6.5%
100	13	6.1%
80	11	5.1%
135	11	5.1%
65	6	2.8%
Other values (4)	4	1.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	23	10.7%
25	32	15.0%
55	1	0.5%
60	14	6.5%
65	6	2.8%
75	1	0.5%
80	11	5.1%
82	1	0.5%
90	1	0.5%
100	13	6.1%

Value	Count	Frequency (%)
135	11	5.1%
130	67	31.3%
120	15	7.0%
110	18	8.4%
100	13	6.1%
90	1	0.5%
82	1	0.5%
80	11	5.1%
75	1	0.5%
65	6	2.8%

Gage_Length (mm)
Real number (ℝ)

Distinct	13
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.439346

Minimum	7.62
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	7.62
5-th percentile	17.2
Q1	22
median	25
Q3	25
95-th percentile	35
Maximum	50
Range	42.38
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	6.1622191
Coefficient of variation (CV)	0.25214337
Kurtosis	4.9184803
Mean	24.439346
Median Absolute Deviation (MAD)	1
Skewness	1.0830293
Sum	5230.02
Variance	37.972944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
25	88	41.1%
20	36	16.8%
22	26	12.1%
24	22	10.3%
30	10	4.7%
10	8	3.7%
33	7	3.3%
35	5	2.3%
38.1	4	1.9%
50	3	1.4%
Other values (3)	5	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.62	1	0.5%
10	8	3.7%
12	2	0.9%
20	36	16.8%
22	26	12.1%
24	22	10.3%
25	88	41.1%
30	10	4.7%
33	7	3.3%
35	5	2.3%

Value	Count	Frequency (%)
50	3	1.4%
45	2	0.9%
38.1	4	1.9%
35	5	2.3%
33	7	3.3%
30	10	4.7%
25	88	41.1%
24	22	10.3%
22	26	12.1%
20	36	16.8%

Gage_Width (mm)
Real number (ℝ)

HIGH CORRELATION

Distinct	10
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2672897

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	2
5-th percentile	2.2
Q1	5
median	6
Q3	6
95-th percentile	6
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2555971
Coefficient of variation (CV)	0.23837631
Kurtosis	2.8842484
Mean	5.2672897
Median Absolute Deviation (MAD)	0
Skewness	-0.21871121
Sum	1127.2
Variance	1.5765241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	110	51.4%
5	52	24.3%
4	31	14.5%
2	6	2.8%
2.2	6	2.8%
10	3	1.4%
2.91	2	0.9%
8	2	0.9%
3.18	1	0.5%
3	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	6	2.8%
2.2	6	2.8%
2.91	2	0.9%
3	1	0.5%
3.18	1	0.5%
4	31	14.5%
5	52	24.3%
6	110	51.4%
8	2	0.9%
10	3	1.4%

Value	Count	Frequency (%)
10	3	1.4%
8	2	0.9%
6	110	51.4%
5	52	24.3%
4	31	14.5%
3.18	1	0.5%
3	1	0.5%
2.91	2	0.9%
2.2	6	2.8%
2	6	2.8%

Thickness (mm)
Real number (ℝ)

HIGH CORRELATION

Distinct	13
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.91495327

Minimum	0.1
Maximum	4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.2325
Q1	0.5
median	1
Q3	1
95-th percentile	2
Maximum	4
Range	3.9
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.67759984
Coefficient of variation (CV)	0.7405841
Kurtosis	8.1543583
Mean	0.91495327
Median Absolute Deviation (MAD)	0.5
Skewness	2.3962473
Sum	195.8
Variance	0.45914155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	88	41.1%
0.5	55	25.7%
2	19	8.9%
0.3	14	6.5%
0.4	8	3.7%
0.1	6	2.8%
4	5	2.3%
1.3	5	2.3%
0.25	4	1.9%
1.5	3	1.4%
Other values (3)	7	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	6	2.8%
0.15	2	0.9%
0.2	3	1.4%
0.25	4	1.9%
0.3	14	6.5%
0.4	8	3.7%
0.5	55	25.7%
0.7	2	0.9%
1	88	41.1%
1.3	5	2.3%

Value	Count	Frequency (%)
4	5	2.3%
2	19	8.9%
1.5	3	1.4%
1.3	5	2.3%
1	88	41.1%
0.7	2	0.9%
0.5	55	25.7%
0.4	8	3.7%
0.3	14	6.5%
0.25	4	1.9%

Elongation_Rate (mm/min)
Real number (ℝ)

HIGH CORRELATION

Distinct	11
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	105.06168

Minimum	10
Maximum	500
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	25
median	50
Q3	100
95-th percentile	500
Maximum	500
Range	490
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	138.77896
Coefficient of variation (CV)	1.3209284
Kurtosis	3.9828885
Mean	105.06168
Median Absolute Deviation (MAD)	40
Skewness	2.3102111
Sum	22483.2
Variance	19259.599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
100	82	38.3%
25	55	25.7%
500	22	10.3%
50	18	8.4%
10	13	6.1%
36	12	5.6%
20	5	2.3%
12.7	4	1.9%
25.4	1	0.5%
200	1	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	13	6.1%
12.7	4	1.9%
20	5	2.3%
25	55	25.7%
25.4	1	0.5%
36	12	5.6%
50	18	8.4%
70	1	0.5%
100	82	38.3%
200	1	0.5%

Value	Count	Frequency (%)
500	22	10.3%
200	1	0.5%
100	82	38.3%
70	1	0.5%
50	18	8.4%
36	12	5.6%
25.4	1	0.5%
25	55	25.7%
20	5	2.3%
12.7	4	1.9%

Strain_Rate (/min)
Real number (ℝ)

HIGH CORRELATION

Distinct	20
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4226168

Minimum	0.25
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.25
5-th percentile	0.333
Q1	1.042
median	3.4
Q3	4
95-th percentile	25
Maximum	25
Range	24.75
Interquartile range (IQR)	2.958

Descriptive statistics

Standard deviation	6.2766028
Coefficient of variation (CV)	1.4192056
Kurtosis	5.6616194
Mean	4.4226168
Median Absolute Deviation (MAD)	1.6
Skewness	2.5900614
Sum	946.44
Variance	39.395742
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	83	38.8%
0.625	23	10.7%
1.042	22	10.3%
25	15	7.0%
1.8	12	5.6%
2	10	4.7%
1.25	8	3.7%
0.333	8	3.7%
15.152	7	3.3%
0.25	6	2.8%
Other values (10)	20	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.25	6	2.8%
0.33	1	0.5%
0.333	8	3.7%
0.508	1	0.5%
0.625	23	10.7%
0.833	2	0.9%
1	3	1.4%
1.042	22	10.3%
1.111	2	0.9%
1.25	8	3.7%

Value	Count	Frequency (%)
25	15	7.0%
15.152	7	3.3%
8	1	0.5%
5	1	0.5%
4	83	38.8%
2.8	1	0.5%
2.5	5	2.3%
2	10	4.7%
1.8	12	5.6%
1.429	3	1.4%

Young's modulus (Mpa)
Real number (ℝ)

HIGH CORRELATION

Distinct	204
Distinct (%)	95.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.350935

Minimum	0.57
Maximum	880
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.57
5-th percentile	1.0755
Q1	12.7425
median	31
Q3	54.525
95-th percentile	170.82
Maximum	880
Range	879.43
Interquartile range (IQR)	41.7825

Descriptive statistics

Standard deviation	98.34419
Coefficient of variation (CV)	1.7767395
Kurtosis	33.173939
Mean	55.350935
Median Absolute Deviation (MAD)	20.6
Skewness	5.1562089
Sum	11845.1
Variance	9671.5797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18.2	2	0.9%
1.5	2	0.9%
31	2	0.9%
4.2	2	0.9%
15.2	2	0.9%
32.9	2	0.9%
8.8	2	0.9%
11.4	2	0.9%
2.2	2	0.9%
0.9	2	0.9%
Other values (194)	194	90.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.57	1	0.5%
0.6	1	0.5%
0.61	1	0.5%
0.7	1	0.5%
0.75	1	0.5%
0.8	1	0.5%
0.9	2	0.9%
0.95	1	0.5%
0.99	1	0.5%
1.03	1	0.5%

Value	Count	Frequency (%)
880	1	0.5%
650	1	0.5%
573.2	1	0.5%
460	1	0.5%
354.4	1	0.5%
270	1	0.5%
263.9	1	0.5%
225.8	1	0.5%
210	1	0.5%
192	1	0.5%

Tensile strength (Mpa)
Real number (ℝ)

Distinct	181
Distinct (%)	84.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.350804

Minimum	1.092
Maximum	76.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	1.092
5-th percentile	2.165
Q1	13.225
median	24.6
Q3	35.9
95-th percentile	50.07
Maximum	76.4
Range	75.308
Interquartile range (IQR)	22.675

Descriptive statistics

Standard deviation	15.339182
Coefficient of variation (CV)	0.60507676
Kurtosis	0.075868958
Mean	25.350804
Median Absolute Deviation (MAD)	11.35
Skewness	0.50354391
Sum	5425.072
Variance	235.29051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.5	3	1.4%
27.4	3	1.4%
24.3	3	1.4%
16	2	0.9%
8.8	2	0.9%
17.9	2	0.9%
38.3	2	0.9%
22.3	2	0.9%
8.1	2	0.9%
26.7	2	0.9%
Other values (171)	191	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.092	1	0.5%
1.2	1	0.5%
1.25	1	0.5%
1.4	1	0.5%
1.65	2	0.9%
1.79	1	0.5%
1.91	2	0.9%
2.1	2	0.9%
2.2	1	0.5%
2.6	1	0.5%

Value	Count	Frequency (%)
76.4	1	0.5%
75.5	1	0.5%
67.7	1	0.5%
59.2	1	0.5%
59.1	1	0.5%
57.6	1	0.5%
55.1	1	0.5%
53.4	1	0.5%
51.8	1	0.5%
50.7	1	0.5%

Elongation at break (%)
Real number (ℝ)

Distinct	166
Distinct (%)	77.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	622.80234

Minimum	110
Maximum	1550
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	110
5-th percentile	225
Q1	420.425
median	577
Q3	777.75
95-th percentile	1214.4
Maximum	1550
Range	1440
Interquartile range (IQR)	357.325

Descriptive statistics

Standard deviation	298.17457
Coefficient of variation (CV)	0.47876276
Kurtosis	0.51355118
Mean	622.80234
Median Absolute Deviation (MAD)	177
Skewness	0.8334964
Sum	133279.7
Variance	88908.073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600	5	2.3%
400	5	2.3%
450	4	1.9%
280	4	1.9%
750	4	1.9%
530	3	1.4%
265	3	1.4%
1020	3	1.4%
603	3	1.4%
225	3	1.4%
Other values (156)	177	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
110	2	0.9%
150	1	0.5%
170	1	0.5%
175	1	0.5%
195	1	0.5%
200	2	0.9%
205	1	0.5%
210	1	0.5%
225	3	1.4%
230	1	0.5%

Value	Count	Frequency (%)
1550	1	0.5%
1540	1	0.5%
1500	1	0.5%
1440	1	0.5%
1360	1	0.5%
1325	1	0.5%
1320	1	0.5%
1280	1	0.5%
1252.7	1	0.5%
1250	1	0.5%

Auto

Heatmap
Table

	CE_MR	CHS (%)	DI_MR	Elongation at break (%)	Elongation_Rate (mm/min)	Gage_Length (mm)	Gage_Width (mm)	IsoIndex	PO_MR	PO_MW (g/mol)	Strain_Rate (/min)	Tensile strength (Mpa)	Thickness (mm)	Tr1	Tr2	Young's modulus (Mpa)
CE_MR	1.000	0.294	-0.008	-0.166	-0.322	-0.076	-0.286	-0.007	-0.990	0.334	-0.293	0.136	-0.244	-0.285	-0.297	0.025
CHS (%)	0.294	1.000	0.034	-0.193	0.336	0.325	0.295	0.028	-0.310	-0.679	0.338	0.473	0.407	0.487	0.475	0.593
DI_MR	-0.008	0.034	1.000	0.062	0.030	0.013	0.132	0.999	-0.091	0.102	0.075	0.022	0.126	0.107	0.114	-0.165
Elongation at break (%)	-0.166	-0.193	0.062	1.000	-0.070	-0.008	-0.183	0.067	0.158	0.081	-0.016	0.152	-0.031	0.089	-0.049	-0.213
Elongation_Rate (mm/min)	-0.322	0.336	0.030	-0.070	1.000	0.226	0.608	0.033	0.307	-0.461	0.949	0.211	0.629	0.669	0.729	0.206
Gage_Length (mm)	-0.076	0.325	0.013	-0.008	0.226	1.000	0.251	0.014	0.069	-0.449	0.114	0.238	0.251	0.332	0.406	0.320
Gage_Width (mm)	-0.286	0.295	0.132	-0.183	0.608	0.251	1.000	0.132	0.274	-0.355	0.504	0.113	0.265	0.661	0.656	0.087
IsoIndex	-0.007	0.028	0.999	0.067	0.033	0.014	0.132	1.000	-0.092	0.105	0.075	0.026	0.116	0.097	0.104	-0.173
PO_MR	-0.990	-0.310	-0.091	0.158	0.307	0.069	0.274	-0.092	1.000	-0.328	0.276	-0.141	0.238	0.265	0.283	-0.017
PO_MW (g/mol)	0.334	-0.679	0.102	0.081	-0.461	-0.449	-0.355	0.105	-0.328	1.000	-0.446	-0.289	-0.506	-0.559	-0.583	-0.586
Strain_Rate (/min)	-0.293	0.338	0.075	-0.016	0.949	0.114	0.504	0.075	0.276	-0.446	1.000	0.221	0.665	0.670	0.751	0.184
Tensile strength (Mpa)	0.136	0.473	0.022	0.152	0.211	0.238	0.113	0.026	-0.141	-0.289	0.221	1.000	0.275	0.216	0.322	0.421
Thickness (mm)	-0.244	0.407	0.126	-0.031	0.629	0.251	0.265	0.116	0.238	-0.506	0.665	0.275	1.000	0.555	0.642	0.317
Tr1	-0.285	0.487	0.107	0.089	0.669	0.332	0.661	0.097	0.265	-0.559	0.670	0.216	0.555	1.000	0.907	0.290
Tr2	-0.297	0.475	0.114	-0.049	0.729	0.406	0.656	0.104	0.283	-0.583	0.751	0.322	0.642	0.907	1.000	0.352
Young's modulus (Mpa)	0.025	0.593	-0.165	-0.213	0.206	0.320	0.087	-0.173	-0.017	-0.586	0.184	0.421	0.317	0.290	0.352	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	PO_MW (g/mol)	DI_MR	PO_MR	CE_MR	IsoIndex	CHS (%)	Tr1	Tr2	Gage_Length (mm)	Gage_Width (mm)	Thickness (mm)	Elongation_Rate (mm/min)	Strain_Rate (/min)	Young's modulus (Mpa)	Tensile strength (Mpa)	Elongation at break (%)
0	2000	0.5	0.1250	0.3750	1.0	30.30	45.0	65.0	35.00	2.00	0.5	50.0	1.429	37.00	67.700	1540.0
1	2000	0.5	0.1250	0.3750	1.0	31.30	45.0	65.0	35.00	2.00	0.5	50.0	1.429	31.20	47.100	1500.0
2	1413	0.5	0.1670	0.3330	1.0	40.00	90.0	100.0	22.00	5.00	1.5	50.0	2.500	20.25	31.400	667.0
3	1413	0.5	0.1000	0.4000	1.0	50.00	90.0	100.0	22.00	5.00	1.5	50.0	2.500	77.99	35.100	602.0
4	1413	0.5	0.1250	0.3750	1.0	40.00	100.0	100.0	22.00	5.00	1.5	50.0	2.500	89.04	26.900	755.0
5	2300	0.5	0.1250	0.3750	1.0	35.60	100.0	100.0	7.62	3.18	0.5	25.4	0.508	49.04	49.500	432.0
6	10800	0.5	0.3330	0.1670	1.0	3.77	25.0	25.0	24.00	5.00	0.3	25.0	1.042	0.95	1.092	268.0
7	31500	0.5	0.1250	0.3750	1.0	3.73	25.0	25.0	24.00	5.00	0.3	25.0	1.042	0.75	1.790	501.0
8	10800	0.5	0.2500	0.2500	1.0	5.14	25.0	25.0	24.00	5.00	0.3	25.0	1.042	1.10	1.400	210.0
9	10800	0.5	0.1667	0.3333	1.0	7.75	25.0	25.0	24.00	5.00	0.3	25.0	1.042	1.60	2.100	230.0

	PO_MW (g/mol)	DI_MR	PO_MR	CE_MR	IsoIndex	CHS (%)	Tr1	Tr2	Gage_Length (mm)	Gage_Width (mm)	Thickness (mm)	Elongation_Rate (mm/min)	Strain_Rate (/min)	Young's modulus (Mpa)	Tensile strength (Mpa)	Elongation at break (%)
204	2000	0.500	0.093	0.407	1.00	60.00	110.0	130.0	25.0	6.0	1.0	100.0	4.0	44.60	30.0	345.0
205	860	0.500	0.200	0.300	1.00	55.79	110.0	135.0	25.0	6.0	1.0	100.0	4.0	880.00	50.0	225.0
206	860	0.500	0.250	0.250	1.00	48.41	110.0	135.0	25.0	6.0	1.0	100.0	4.0	192.00	51.8	250.0
207	860	0.500	0.200	0.300	1.00	56.33	110.0	135.0	25.0	6.0	1.0	100.0	4.0	460.00	34.4	225.0
208	860	0.500	0.200	0.300	1.00	56.86	110.0	135.0	25.0	6.0	1.0	100.0	4.0	650.00	40.0	200.0
209	1000	0.500	0.142	0.358	1.00	56.20	65.0	65.0	25.0	2.0	0.5	70.0	2.8	77.17	31.1	530.0
210	1000	0.500	0.200	0.300	1.00	45.08	80.0	60.0	25.0	6.0	1.0	100.0	4.0	161.30	29.3	693.0
211	2000	0.512	0.222	0.266	1.05	25.55	80.0	60.0	50.0	10.0	0.5	50.0	1.0	6.47	42.0	828.0
212	2000	0.512	0.203	0.285	1.05	27.45	80.0	60.0	50.0	10.0	0.5	50.0	1.0	7.01	38.3	690.0
213	2000	0.512	0.188	0.300	1.05	29.26	80.0	60.0	50.0	10.0	0.5	50.0	1.0	5.93	40.5	743.0

Overview

Variables

Interactions

Correlations

Missing values

Sample